{"id":"W4393988139","doi":"10.1158/1538-7445.am2024-lb093","title":"Abstract LB093: Low IGFBP7 expression identifies a subset of breast cancers with favorable prognosis and sensitivity to IGF-1 receptor targeting with ganitumab: Data from I-SPY2 and SCAN-B","year":2024,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Breast cancer; Internal medicine; Oncology; Sensitivity (control systems); Cancer research; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001148253,0.0004128613,0.0006489847,0.0003021593,0.0001707604,0.0005639564,0.000346798,0.0003525536,0.003248868],"category_scores_gemma":[0.0009948517,0.0001846833,0.0006420017,0.0004211196,0.0004027472,0.000252192,0.0003105688,0.0007326426,0.0005340824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004415931,"about_ca_system_score_gemma":0.0005356886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00230529,"about_ca_topic_score_gemma":0.004195975,"domain_scores_codex":[0.9995171,0.000166665,0.00003450198,0.00008422589,0.0001488593,0.00004871312],"domain_scores_gemma":[0.9992244,0.0001844391,0.0002403607,0.00006986241,0.0001195112,0.0001614284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06945018,0.0008206553,0.7981934,0.0005030917,0.001938901,0.0004563716,0.0001141928,0.0006964455,0.09060066,0.0001222537,0.005125819,0.03197802],"study_design_scores_gemma":[0.002718793,0.01002804,0.9651663,0.00005449217,0.001192905,0.002360105,0.0001732949,0.001859115,0.01150669,0.0001885829,0.00472013,0.00003159469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925022,0.001810672,0.0004165189,0.0002416588,0.0000236226,0.00006533116,0.003426282,0.00003106299,0.001482591],"genre_scores_gemma":[0.9914181,0.0003435453,0.0003263059,0.0001601899,0.00002103018,0.00004225514,0.006891995,0.00001405705,0.0007823387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003248868,"threshold_uncertainty_score":0.01086855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03683598970379402,"score_gpt":0.3366021910904113,"score_spread":0.2997662013866172,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}